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1.
JCO Precis Oncol ; 8: e2300721, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38848521

RESUMO

PURPOSE: Patients with metastatic ROS1 fusion-positive non-small cell lung cancer (NSCLC) are effectively treated with entrectinib, a multikinase inhibitor. Whether serial targeted gene panel sequencing of cell-free DNA (cfDNA) can identify response and progression along with mechanisms of acquired resistance to entrectinib is underexplored. METHODS: In patients with ROS1 fusion-positive NSCLC, coclinical trial plasma samples were collected before treatment, after two cycles, and after progression on entrectinib (global phase II clinical trial, ClinicalTrials.gov identifier: NCT02568267). Samples underwent cfDNA analysis using MSK-ACCESS. Variant allele frequencies of detectable alterations were correlated with objective response per RECIST v1.1 criteria. RESULTS: Twelve patients were included, with best response as partial response (n = 9, 75%), stable disease (n = 2, 17%), and progressive disease (PD; n = 1, 8%). A ROS1 fusion was variably detected in cfDNA; however, patients without a ROS1 fusion in cfDNA had no other somatic alterations detected, indicative of possible low cfDNA shedding. Clearance of the enrolling ROS1 fusion or concurrent non-ROS1 alterations (TP53, CDH1, NF1, or ARID1A mutations) was observed in response to entrectinib therapy. Radiologic PD was accompanied by redemonstration of a ROS1 fusion or non-ROS1 alterations. On-target resistance was rare; only one patient acquired ROS1 G2032R at the time of progression. Several patients acquired new off-target likely oncogenic alterations, including a truncating alteration in NF1. CONCLUSION: Serial cfDNA monitoring may complement radiographic assessments as determinants of response and resistance to entrectinib in ROS1 fusion-positive lung cancers in addition to detecting putative resistance mechanisms on progression.


Assuntos
Benzamidas , Carcinoma Pulmonar de Células não Pequenas , Indazóis , Neoplasias Pulmonares , Proteínas Tirosina Quinases , Proteínas Proto-Oncogênicas , Humanos , Indazóis/uso terapêutico , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Masculino , Proteínas Proto-Oncogênicas/genética , Feminino , Pessoa de Meia-Idade , Benzamidas/uso terapêutico , Proteínas Tirosina Quinases/genética , Proteínas Tirosina Quinases/antagonistas & inibidores , Idoso , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/genética , Adulto , Proteínas de Fusão Oncogênica/genética , Análise de Sequência de DNA/métodos
2.
Mol Genet Genomic Med ; 12(6): e2479, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38860502

RESUMO

BACKGROUND: As a screening method, inaccuracies in noninvasive prenatal screening (NIPS) exist, which are often attributable to biological factors. One such factor is the history of transplantation. However, there are still limited reports on such NIPS cases. METHODS: We report an NIPS case of a pregnant woman who had received a stem cell transplant from a male donor. To determine the karyotype in the woman's original cell, we performed chromosome microarray analysis (CMA) on her postnatal blood and oral mucosa. To comprehensively estimate the cell-free DNA (cfDNA) composition, we further performed standard NIPS procedures on the postnatal plasma. Moreover, we reviewed all published relevant NIPS case reports about pregnant women with transplantation history. RESULTS: NIPS showed a low-risk result for common trisomies with a fetal fraction of 65.80%. CMA on maternal white blood cells showed a nonmosaic male karyotype, while the oral mucosa showed a nonmosaic female karyotype. The proportion of donor's cfDNA in postnatal plasma was 94.73% based on the Y-chromosome reads ratio. The composition of cfDNA in maternal plasma was estimated as follows: prenatally, 13.60% maternal, 65.80% donor, and 20.60% fetal/placental, whereas postnatally, 5.27% maternal and 94.73% donor. CONCLUSIONS: This study expanded our understanding of the influence of stem cell transplantation on NIPS, allowing us to optimize NIPS management for these women.


Assuntos
Ácidos Nucleicos Livres , Teste Pré-Natal não Invasivo , Humanos , Feminino , Gravidez , Masculino , Adulto , Ácidos Nucleicos Livres/genética , Ácidos Nucleicos Livres/sangue , Teste Pré-Natal não Invasivo/métodos , Transplante de Células-Tronco , Doadores de Tecidos , Trissomia/genética
3.
Nat Commun ; 15(1): 4814, 2024 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-38862469

RESUMO

A detailed understanding of how spaceflight affects human health is essential for long-term space exploration. Liquid biopsies allow for minimally-invasive multi-omics assessments that can resolve the molecular heterogeneity of internal tissues. Here, we report initial results from the JAXA Cell-Free Epigenome Study, a liquid biopsy study with six astronauts who resided on the International Space Station (ISS) for more than 120 days. Analysis of plasma cell-free RNA (cfRNA) collected before, during, and after spaceflight confirms previously reported mitochondrial dysregulation in space. Screening with 361 cell surface marker antibodies identifies a mitochondrial DNA-enriched fraction associated with the scavenger receptor CD36. RNA-sequencing of the CD36 fraction reveals tissue-enriched RNA species, suggesting the plasma mitochondrial components originated from various tissues. We compare our plasma cfRNA data to mouse plasma cfRNA data from a previous JAXA mission, which had used on-board artificial gravity, and discover a link between microgravity and the observed mitochondrial responses.


Assuntos
Antígenos CD36 , Ácidos Nucleicos Livres , DNA Mitocondrial , Voo Espacial , Ausência de Peso , DNA Mitocondrial/genética , DNA Mitocondrial/sangue , Humanos , Ácidos Nucleicos Livres/sangue , Animais , Camundongos , Antígenos CD36/metabolismo , Antígenos CD36/genética , Mitocôndrias/metabolismo , Mitocôndrias/genética , Masculino , Astronautas , RNA/metabolismo , RNA/genética , Biópsia Líquida/métodos , RNA Mitocondrial/metabolismo , RNA Mitocondrial/genética , Feminino , Pessoa de Meia-Idade , Adulto
4.
Nat Commun ; 15(1): 4949, 2024 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-38858368

RESUMO

Tuberculosis (TB) remains a leading cause of death from an infectious disease worldwide, partly due to a lack of effective strategies to screen and triage individuals with potential TB. Whole blood RNA signatures have been tested as biomarkers for TB, but have failed to meet the World Health Organization's (WHO) optimal target product profiles (TPP). Here, we use RNA sequencing and machine-learning to investigate the utility of plasma cell-free RNA (cfRNA) as a host-response biomarker for TB in cohorts from Uganda, Vietnam and Philippines. We report a 6-gene cfRNA signature, which differentiates TB-positive and TB-negative individuals with AUC = 0.95, 0.92, and 0.95 in test, training and validation, respectively. This signature meets WHO TPPs (sensitivity: 97.1% [95% CI: 80.9-100%], specificity: 85.2% [95% CI: 72.4-100%]) regardless of geographic location, sample collection method and HIV status. Overall, our results identify plasma cfRNA as a promising host response biomarker to diagnose TB.


Assuntos
Biomarcadores , Ácidos Nucleicos Livres , Tuberculose , Humanos , Ácidos Nucleicos Livres/sangue , Biomarcadores/sangue , Tuberculose/diagnóstico , Tuberculose/sangue , Uganda/epidemiologia , Masculino , Feminino , Vietnã , Adulto , Aprendizado de Máquina , Filipinas , Mycobacterium tuberculosis/genética , Sensibilidade e Especificidade , Pessoa de Meia-Idade , Análise de Sequência de RNA/métodos , Estudos de Coortes
5.
Front Immunol ; 15: 1382003, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38803503

RESUMO

Introduction: Outcome-prediction in patients with sepsis is challenging and currently relies on the serial measurement of many parameters. Standard diagnostic tools, such as serum creatinine (SCr), lack sensitivity and specificity for acute kidney injury (AKI). Circulating cell-free DNA (cfDNA), which can be obtained from liquid biopsies, can potentially contribute to the quantification of tissue damage and the prediction of sepsis mortality and sepsis-associated AKI (SA-AKI). Methods: We investigated the clinical significance of cfDNA levels as a predictor of 28-day mortality, the occurrence of SA-AKI and the initiation of renal replacement therapy (RRT) in patients with sepsis. Furthermore, we investigated the long-term course of cfDNA levels in sepsis survivors at 6 and 12 months after sepsis onset. Specifically, we measured mitochondrial DNA (mitochondrially encoded NADH-ubiquinone oxidoreductase chain 1, mt-ND1, and mitochondrially encoded cytochrome C oxidase subunit III, mt-CO3) and nuclear DNA (nuclear ribosomal protein S18, n-Rps18) in 81 healthy controls and all available samples of 150 intensive care unit patients with sepsis obtained at 3 ± 1 days, 7 ± 1 days, 6 ± 2 months and 12 ± 2 months after sepsis onset. Results: Our analysis revealed that, at day 3, patients with sepsis had elevated levels of cfDNA (mt-ND1, and n-Rps18, all p<0.001) which decreased after the acute phase of sepsis. 28-day non-survivors of sepsis (16%) had higher levels of cfDNA (all p<0.05) compared with 28-day survivors (84%). Patients with SA-AKI had higher levels of cfDNA compared to patients without AKI (all p<0.05). Cell-free DNA was also significantly increased in patients requiring RRT (all p<0.05). All parameters improved the AUC for SCr in predicting RRT (AUC=0.88) as well as APACHE II in predicting mortality (AUC=0.86). Conclusion: In summary, cfDNA could potentially improve risk prediction models for mortality, SA-AKI and RRT in patients with sepsis. The predictive value of cfDNA, even with a single measurement at the onset of sepsis, could offer a significant advantage over conventional diagnostic methods that require repeated measurements or a baseline value for risk assessment. Considering that our data show that cfDNA levels decrease after the first insult, future studies could investigate cfDNA as a "memoryless" marker and thus bring further innovation to the complex field of SA-AKI diagnostics.


Assuntos
Injúria Renal Aguda , Biomarcadores , Ácidos Nucleicos Livres , Sepse , Humanos , Sepse/mortalidade , Sepse/sangue , Sepse/complicações , Ácidos Nucleicos Livres/sangue , Masculino , Injúria Renal Aguda/mortalidade , Injúria Renal Aguda/sangue , Injúria Renal Aguda/diagnóstico , Injúria Renal Aguda/etiologia , Feminino , Pessoa de Meia-Idade , Idoso , Biomarcadores/sangue , Prognóstico , DNA Mitocondrial/sangue , Terapia de Substituição Renal
6.
FASEB J ; 38(10): e23672, 2024 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-38775929

RESUMO

Cardiovascular disease (CVD) is a leading global cause of mortality, difficult to predict in advance. Evidence indicates that the copy number of mitochondrial DNA (mtDNAcn) in blood is altered in individuals with CVD. MtDNA released into circulation may act as a mediator of inflammation, a recognized factor in the development of CVD, in the long distance. This pilot study aims to test if levels of mtDNAcn in buffy coat DNA (BC-mtDNA), in circulating cellfree DNA (cf-mtDNA), or in DNA extracted from plasma extracellular vesicles (EV-mtDNA) are altered in CVD patients and if they can predict heart attack in advance. A group of 144 people with different CVD statuses (50 that had CVD, 94 healthy) was selected from the LifeLines Biobank according to the incidence of new cardiovascular event monitored in 6 years (50 among controls had heart attack after the basal assessment). MtDNAcn was quantified in total cf-DNA and EV-DNA from plasma as well as in buffy coat. EVs have been characterized by their size, polydispersity index, count rate, and zeta potential, by Dynamic Light Scattering. BC-mtDNAcn and cf-mtDNAcn were not different between CVD patients and healthy subjects. EVs carried higher mtDNAcn in subject with a previous history of CVD than controls, also adjusting the analysis for the EVs derived count rate. Despite mtDNAcn was not able to predict CVD in advance, the detection of increased EV-mtDNAcn in CVD patients in this pilot study suggests the need for further investigations to determine its pathophysiological role in inflammation.


Assuntos
Doenças Cardiovasculares , Ácidos Nucleicos Livres , Variações do Número de Cópias de DNA , DNA Mitocondrial , Vesículas Extracelulares , Humanos , DNA Mitocondrial/genética , DNA Mitocondrial/sangue , Vesículas Extracelulares/metabolismo , Vesículas Extracelulares/genética , Masculino , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/genética , Feminino , Projetos Piloto , Doenças Cardiovasculares/genética , Doenças Cardiovasculares/sangue , Pessoa de Meia-Idade , Estudos de Casos e Controles , Idoso , Estudos Prospectivos
7.
Methods Mol Biol ; 2804: 53-64, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38753139

RESUMO

The µLAS technology enables in-line DNA concentration and separation in a microchannel. Here, we describe its operation to analyze the size profile of cell-free DNA (cfDNA) extracted from blood plasma. Operated on commercial systems for capillary electrophoresis, we provide the size distribution of healthy individuals or patients using an input of 10 µL.


Assuntos
Ácidos Nucleicos Livres , Eletroforese Capilar , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/isolamento & purificação , Ácidos Nucleicos Livres/genética , Humanos , Eletroforese Capilar/métodos
8.
Methods Mol Biol ; 2804: 65-75, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38753140

RESUMO

In recent years, the analysis of circulating cell-free DNA (cfDNA) containing tumor-derived DNA has emerged as a noninvasive means for cancer monitoring and personalized medicine. However, the isolation of cfDNA from peripheral blood has remained a challenge due to the low abundance and high fragmentation of these molecules. Here, we present a dynamic Magnetic ExTRactiOn (METRO) protocol using microfluidic fluidized bed technology to isolate circulating cfDNA from raw biological materials such as undiluted serum. This protocol maximizes the surface area for DNA binding within the chip in order to capture short DNA fragments. It uses only a few µL of sample and reagents. The protocol can be automated, and it is fully compatible with sensitive DNA amplification methods such as droplet-based digital PCR (ddPCR).


Assuntos
Ácidos Nucleicos Livres , Dispositivos Lab-On-A-Chip , Humanos , Ácidos Nucleicos Livres/isolamento & purificação , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/genética , Reação em Cadeia da Polimerase/métodos , Técnicas Analíticas Microfluídicas/métodos , Técnicas Analíticas Microfluídicas/instrumentação , Magnetismo/métodos , Neoplasias/sangue , Neoplasias/genética , Neoplasias/diagnóstico
9.
BMC Pregnancy Childbirth ; 24(1): 341, 2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38702618

RESUMO

INTRODUCTION: Epidural analgesia has been associated with intrapartum maternal fever development. Epidural-related maternal fever (ERMF) is believed to be based on a non-infectious inflammatory reaction. Circulating cell-free mitochondrial deoxyribonucleic acid (mtDNA) is one of the possible triggers of sterile inflammatory processes; however, a connection has not been investigated so far. Therefore, this study aimed to investigate cell-free mtDNA alterations in women in labour with ERMF in comparison with non-febrile women. MATERIAL AND METHODS: A total of 60 women in labour were assessed for maternal temperature every 4 h and blood samples were obtained at the beginning and after delivery. Depending on the analgesia and the development of fever (axillary temperature ≥ 37.5 °C), the women were allocated either to the group of no epidural analgesia (n = 17), to epidural analgesia no fever (n = 34) or to ERMF (n = 9). Circulating cell-free mtDNA was analysed in the maternal plasma for the primary outcome whereas secondary outcomes include the evaluation of inflammatory cytokine release, as well as placental inflammatory signs. RESULTS: Of the women with epidural analgesia, 20% (n = 9) developed ERMF and demonstrated a decrease of circulating mtDNA levels during labour (p = 0.04), but a trend towards higher free nuclear DNA. Furthermore, women with maternal pyrexia showed a 1.5 fold increased level of Interleukin-6 during labour. A correlation was found between premature rupture of membranes and ERMF. CONCLUSIONS: The pilot trial revealed an evident obstetric anaesthesia phenomenon of maternal fever due to epidural analgesia in 20% of women in labour, demonstrating counterregulated free mtDNA and nDNA. Further work is urgently required to understand the connections between the ERMF occurrence and circulating cell-free mtDNA as a potential source of sterile inflammation. TRIAL REGISTRATION: NCT0405223 on clinicaltrials.gov (registered on 25/07/2019).


Assuntos
Analgesia Epidural , DNA Mitocondrial , Febre , Humanos , Feminino , DNA Mitocondrial/sangue , Projetos Piloto , Gravidez , Adulto , Febre/sangue , Analgesia Obstétrica , Trabalho de Parto/sangue , Ácidos Nucleicos Livres/sangue
10.
J Neurooncol ; 168(2): 215-224, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38755519

RESUMO

PURPOSE: Clinical sequencing of tumor DNA is necessary to render an integrated diagnosis and select therapy for children with primary central nervous system (CNS) tumors, but neurosurgical biopsy is not without risk. In this study, we describe cell-free DNA (cfDNA) in blood and cerebrospinal fluid (CSF) as sources for "liquid biopsy" in pediatric brain tumors. METHODS: CSF samples were collected by lumbar puncture, ventriculostomy, or surgery from pediatric patients with CNS tumors. Following extraction, CSF-derived cfDNA was sequenced using UW-OncoPlex™, a clinically validated next-generation sequencing platform. CSF-derived cfDNA results and paired plasma and tumor samples concordance was also evaluated. RESULTS: Seventeen CSF samples were obtained from 15 pediatric patients with primary CNS tumors. Tumor types included medulloblastoma (n = 7), atypical teratoid/rhabdoid tumor (n = 2), diffuse midline glioma with H3 K27 alteration (n = 4), pilocytic astrocytoma (n = 1), and pleomorphic xanthoastrocytoma (n = 1). CSF-derived cfDNA was detected in 9/17 (53%) of samples, and sufficient for sequencing in 8/10 (80%) of extracted samples. All somatic mutations and copy-number variants were also detected in matched tumor tissue, and tumor-derived cfDNA was absent in plasma samples and controls. Tumor-derived cfDNA alterations were detected in the absence of cytological evidence of malignant cells in as little as 200 µl of CSF. Several clinically relevant alterations, including a KIAA1549::BRAF fusion were detected. CONCLUSIONS: Clinically relevant genomic alterations are detectable using CSF-derived cfDNA across a range of pediatric brain tumors. Next-generation sequencing platforms are capable of producing a high yield of DNA alterations with 100% concordance rate with tissue analysis.


Assuntos
Biomarcadores Tumorais , Neoplasias Encefálicas , DNA Tumoral Circulante , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Criança , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/líquido cefalorraquidiano , Neoplasias Encefálicas/diagnóstico , Masculino , Feminino , Pré-Escolar , Adolescente , Lactente , DNA Tumoral Circulante/líquido cefalorraquidiano , DNA Tumoral Circulante/genética , DNA Tumoral Circulante/sangue , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/líquido cefalorraquidiano , Ácidos Nucleicos Livres/líquido cefalorraquidiano , Ácidos Nucleicos Livres/genética , Ácidos Nucleicos Livres/sangue , Biópsia Líquida/métodos , Mutação
11.
Nat Commun ; 15(1): 3700, 2024 May 02.
Artigo em Inglês | MEDLINE | ID: mdl-38697989

RESUMO

Detecting early-stage esophageal squamous cell carcinoma (ESCC) and precancerous lesions is critical for improving survival. Here, we conduct whole-genome bisulfite sequencing (WGBS) on 460 cfDNA samples from patients with non-metastatic ESCC or precancerous lesions and matched healthy controls. We develop an expanded multimodal analysis (EMMA) framework to simultaneously identify cfDNA methylation, copy number variants (CNVs), and fragmentation markers in cfDNA WGBS data. cfDNA methylation markers are the earliest and most sensitive, detectable in 70% of ESCCs and 50% of precancerous lesions, and associated with molecular subtypes and tumor microenvironments. CNVs and fragmentation features show high specificity but are linked to late-stage disease. EMMA significantly improves detection rates, increasing AUCs from 0.90 to 0.99, and detects 87% of ESCCs and 62% of precancerous lesions with >95% specificity in validation cohorts. Our findings demonstrate the potential of multimodal analysis of cfDNA methylome for early detection and monitoring of molecular characteristics in ESCC.


Assuntos
Biomarcadores Tumorais , Variações do Número de Cópias de DNA , Metilação de DNA , Detecção Precoce de Câncer , Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Lesões Pré-Cancerosas , Humanos , Carcinoma de Células Escamosas do Esôfago/genética , Carcinoma de Células Escamosas do Esôfago/diagnóstico , Lesões Pré-Cancerosas/genética , Lesões Pré-Cancerosas/diagnóstico , Lesões Pré-Cancerosas/patologia , Neoplasias Esofágicas/genética , Neoplasias Esofágicas/diagnóstico , Neoplasias Esofágicas/patologia , Masculino , Detecção Precoce de Câncer/métodos , Feminino , Biomarcadores Tumorais/genética , Pessoa de Meia-Idade , Idoso , Epigenoma , Ácidos Nucleicos Livres/genética , Ácidos Nucleicos Livres/sangue , Sequenciamento Completo do Genoma/métodos , Microambiente Tumoral/genética
12.
Rev Assoc Med Bras (1992) ; 70(4): e20231358, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38716944

RESUMO

OBJECTIVE: This prospective study aimed to provide a comprehensive analysis of the methylation status of two pivotal genes, CDKN2A/p16INK4A (cyclin-dependent kinase inhibitor 2A) and RB1 (retinoblastoma transcriptional corepressor 1), in breast cancer patients. METHODS: Samples were obtained from 15 women diagnosed with breast cancer and who underwent a total mastectomy. DNA was extracted from the tumor, non-tumor tissue, and peripheral blood (circulating cell-free DNA). The methylation pattern of cell-free DNA extracted from blood collected on the day of mastectomy was compared with the methylation pattern of cell-free DNA from blood collected 1 year post-surgery. The methylation analysis was carried out by sodium bisulfite conversion and polymerase chain reaction, followed by electrophoresis. RESULTS: Methylation of CDKN2A/p16INK4A was identified in 13 tumor samples and 12 non-tumor tissue samples. Two patients exhibited CDKN2A/p16INK4A methylation in the cell-free DNA of the first blood collection, while another showed methylation only in the cell-free DNA of the subsequent blood collection. Regarding RB1, 11 tumors and 8 non-tumor tissue samples presented methylation of the gene. CONCLUSION: This study presents a novel approach for monitoring breast cancer patients through the analysis of cell-free DNA methylation. This analysis can detect changes in methylation patterns before any visible sign of cancer appears in breast tissue and could help predict the recurrence of malignant breast tumors.


Assuntos
Neoplasias da Mama , Inibidor p16 de Quinase Dependente de Ciclina , Metilação de DNA , Proteínas de Ligação a Retinoblastoma , Adulto , Idoso , Feminino , Humanos , Pessoa de Meia-Idade , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/sangue , Neoplasias da Mama/genética , Ácidos Nucleicos Livres/genética , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/análise , Inibidor p16 de Quinase Dependente de Ciclina/genética , Metilação de DNA/genética , Mastectomia , Reação em Cadeia da Polimerase , Estudos Prospectivos , Proteínas de Ligação a Retinoblastoma/genética , Ubiquitina-Proteína Ligases/genética
13.
Int J Mol Sci ; 25(10)2024 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-38791501

RESUMO

Sepsis is a life-threatening syndrome triggered by infection and accompanied by high mortality, with antimicrobial resistances (AMRs) further escalating clinical challenges. The rapid and reliable detection of causative pathogens and AMRs are key factors for fast and appropriate treatment, in order to improve outcomes in septic patients. However, current sepsis diagnostics based on blood culture is limited by low sensitivity and specificity while current molecular approaches fail to enter clinical routine. Therefore, we developed a suppression PCR-based selective enrichment sequencing approach (SUPSETS), providing a molecular method combining multiplex suppression PCR with Nanopore sequencing to identify most common sepsis-causative pathogens and AMRs using plasma cell-free DNA. Applying only 1 mL of plasma, we targeted eight pathogens across three kingdoms and ten AMRs in a proof-of-concept study. SUPSETS was successfully tested in an experimental research study on the first ten clinical samples and revealed comparable results to clinical metagenomics while clearly outperforming blood culture. Several clinically relevant AMRs could be additionally detected. Furthermore, SUPSETS provided first pathogen and AMR-specific sequencing reads within minutes of starting sequencing, thereby potentially decreasing time-to-results to 11-13 h and suggesting diagnostic potential in sepsis.


Assuntos
Ácidos Nucleicos Livres , Sepse , Humanos , Sepse/diagnóstico , Sepse/microbiologia , Sepse/sangue , Ácidos Nucleicos Livres/sangue , Farmacorresistência Bacteriana/genética , Hemocultura/métodos , DNA Bacteriano/genética , Reação em Cadeia da Polimerase Multiplex/métodos , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Bactérias/genética , Bactérias/isolamento & purificação , Reação em Cadeia da Polimerase/métodos , Sequenciamento por Nanoporos/métodos
14.
Int J Mol Sci ; 25(10)2024 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-38791569

RESUMO

Early detection of neurological conditions is critical for timely diagnosis and treatment. Identifying cellular-level changes is essential for implementing therapeutic interventions prior to symptomatic disease onset. However, monitoring brain tissue directly through biopsies is invasive and poses a high risk. Bodily fluids such as blood or cerebrospinal fluid contain information in many forms, including proteins and nucleic acids. In particular, cell-free DNA (cfDNA) has potential as a versatile neurological biomarker. Yet, our knowledge of cfDNA released by brain tissue and how cfDNA changes in response to deleterious events within the brain is incomplete. Mapping changes in cfDNA to specific cellular events is difficult in vivo, wherein many tissues contribute to circulating cfDNA. Organoids are tractable systems for examining specific changes consistently in a human background. However, few studies have investigated cfDNA released from organoids. Here, we examined cfDNA isolated from cerebral organoids. We found that cerebral organoids release quantities of cfDNA sufficient for downstream analysis with droplet-digital PCR and whole-genome sequencing. Further, gene ontology analysis of genes aligning with sequenced cfDNA fragments revealed associations with terms related to neurodevelopment and autism spectrum disorder. We conclude that cerebral organoids hold promise as tools for the discovery of cfDNA biomarkers related to neurodevelopmental and neurological disorders.


Assuntos
Encéfalo , Ácidos Nucleicos Livres , Organoides , Organoides/metabolismo , Ácidos Nucleicos Livres/sangue , Ácidos Nucleicos Livres/genética , Humanos , Encéfalo/metabolismo , Biomarcadores , Sequenciamento Completo do Genoma/métodos
15.
Clin Chim Acta ; 559: 119716, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38710402

RESUMO

OBJECTIVE: To integrate an enhanced molecular diagnostic technique to develop and validate a machine-learning model for diagnosing sepsis. METHODS: We prospectively enrolled patients suspected of sepsis from August 2021 to August 2023. Various feature selection algorithms and machine learning models were used to develop the model. The best classifier was selected using 5-fold cross validation set and then was applied to assess the performance of the model in the testing set. Additionally, we employed the Shapley Additive exPlanations (SHAP) method to illustrate the effects of the features. RESULTS: We established an optimized mNGS assay and proposed using the copies of microbe-specific cell-free DNA per milliliter of plasma (CPM) as the detection signal to evaluate the real burden, with strong precision and high accuracy. In total, 237 patients were eligible for participation, which were randomly assigned to either the training set (70 %, n = 165) or the testing set (30 %, n = 72). The random forest classifier achieved accuracy, AUC and F1 scores of 0.830, 0.918 and 0.856, respectively, outperforming other machine learning models in the training set. Our model demonstrated clinical interpretability and achieved good prediction performance in differentiating between bacterial sepsis and non-sepsis, with an AUC value of 0.85 and an average precision of 0.91 in the testing set. Based on the SHAP value, the top nine features of the model were PCT, CPM, CRP, ALB, SBPmin, RRmax, CREA, PLT and HRmax. CONCLUSION: We demonstrated the potential of machine-learning approaches for predicting bacterial sepsis based on optimized mcfDNA sequencing assay accurately.


Assuntos
Ácidos Nucleicos Livres , Aprendizado de Máquina , Sepse , Humanos , Sepse/diagnóstico , Sepse/microbiologia , Masculino , Feminino , Pessoa de Meia-Idade , Ácidos Nucleicos Livres/sangue , Idoso , Análise de Sequência de DNA , Estudos Prospectivos
17.
Biomed Phys Eng Express ; 10(4)2024 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-38718773

RESUMO

The Z-scan technique is a nonlinear optical method that has found applications in characterizing various materials, particularly those exhibiting nonlinear optical response (NLOR). This study applies the continuous wave (CW) Z-scan technique to examine the NLOR in terms of the nonlinear optical phase shifts(ΔΦ0) exhibited by the ccfDNA extracted from blood plasma samples collected from a group constituting 30 cancer-diagnosed patients and another group constituting 30 non-diagnosed individuals. The cancer group exhibited significantly higherΔΦ0versus incident power slopes compared to the non-cancer group (0.34 versus 0.12) providing a clear distinction between the two groups. The receiver operating characteristic (ROC) curve analysis of the results indicates a clear separation between cancer and non-cancer groups, along with a 94% accuracy rate of the data. The Z-scan results are corroborated by spectrophotometric analysis, revealing a consistent trend in the concentration values of ccfDNA samples extracted from both cancerous and non-cancerous samples, measuring 3.24 and 1.41 respectively. Additionally, more sensitive fluorometric analyses of the respective samples demonstrate significantly higher concentrations of ccfDNA in the cancer group, further affirming the correlation with the Z-scan results. The study suggests that the Z-scan technique holds promise as an effective method for cancer detection, potentially contributing to improved oncology diagnosis and prognosis in the future.


Assuntos
Biomarcadores Tumorais , Ácidos Nucleicos Livres , Neoplasias , Curva ROC , Humanos , Biomarcadores Tumorais/sangue , Neoplasias/sangue , Ácidos Nucleicos Livres/sangue , Feminino , Masculino , Espectrofotometria/métodos
18.
Clin Perinatol ; 51(2): 379-389, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38705647

RESUMO

Spontaneous preterm birth (sPTB) is a complex and clinically heterogeneous condition that remains incompletely understood, leading to insufficient interventions to effectively prevent it from occurring. Cell-free ribonucleic acid signatures in the maternal circulation have the potential to identify biologically relevant subtypes of sPTB. These could one day be used to predict and prevent sPTB in asymptomatic individuals, and to aid in prognosis and management for individuals presenting with threatened preterm labor and preterm prelabor rupture of membranes.


Assuntos
Ácidos Nucleicos Livres , Nascimento Prematuro , Humanos , Feminino , Gravidez , Ácidos Nucleicos Livres/sangue , Nascimento Prematuro/prevenção & controle , Ruptura Prematura de Membranas Fetais , Recém-Nascido , Trabalho de Parto Prematuro/diagnóstico , Prognóstico , Biomarcadores/sangue
19.
J Neurol Sci ; 461: 123039, 2024 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-38749280

RESUMO

Taenia solium is a widespread zoonotic tapeworm that predominantly affects regions of Latin America, South and South-East Asia, and Sub-Saharan Africa. Neurocysticercosis (NCC), the presence of T. solium cysts in the brain is associated with diverse clinical manifestations, such as epilepsy, seizures, and neurological deficits. It is a significant cause of preventable epilepsy globally, accounting for approximately 30% of cases in endemic regions. The diagnosis of neurocysticercosis relies on neuroimaging techniques, but these resources are often limited in low-income countries, resulting in an underestimation of the disease burden. The present study enrolled 141 patients who were clinically suspected and radiologically confirmed for NCC at the Neurology OPD of PGIMER, Chandigarh. Additionally, 98 control subjects attending the PGIMER OPD for investigation were also included. Plasma and urine samples were collected from all participants for further analysis. Cell-free DNA extraction was performed using specific kits, and the quality of the extracted DNA was assessed. The RT-LAMP assay targeted the cox1 gene. Real-time RT-LAMP results were evaluated using a fluorescence graph obtained with the Genei III fluorimeter. Among a group of patients diagnosed with NCC, the gene was identified in 74.4% of plasma samples and 67.3% of urine samples. In comparison, the T. solium cox1 gene was found in 6.1% of control subjects in plasma and urine samples using the LAMP assay. In conclusion, the study emphasises the need for improved diagnostic methods for NCC and presents promising alternatives, such as RT-LAMP and urine-based cell-free DNA analysis. These approaches offer advantages in terms of cost-effectiveness, simplicity, and diagnostic accuracy.


Assuntos
Biomarcadores , Ácidos Nucleicos Livres , Neurocisticercose , Humanos , Neurocisticercose/diagnóstico , Neurocisticercose/sangue , Neurocisticercose/genética , Masculino , Feminino , Adulto , Biomarcadores/sangue , Pessoa de Meia-Idade , Ácidos Nucleicos Livres/sangue , Adulto Jovem , Taenia solium/genética , Taenia solium/isolamento & purificação , Adolescente , Técnicas de Diagnóstico Molecular/métodos
20.
HLA ; 103(5): e15518, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38733247

RESUMO

Donor-derived cell-free DNA (dd-cfDNA) has been widely studied as biomarker for non-invasive allograft rejection monitoring. Earlier rejection detection enables more prompt diagnosis and intervention, ultimately improving patient treatment and outcomes. This multi-centre study aims to verify analytical performance of a next-generation sequencing-based dd-cfDNA assay at end-user environments. Three independent laboratories received the same experimental design and 16 blinded samples to perform cfDNA extraction and the dd-cfDNA assay workflow. dd-cfDNA results were compared between sites and against manufacturer validation to evaluate concordance, reproducibility, repeatability and verify analytical performance. A total of 247 sample libraries were generated across 18 runs, with completion time of <24 h. A 96.0% first pass rate highlighted minimal failures. Overall observed versus expected dd-cfDNA results demonstrated good concordance and a strong positive correlation with linear least squares regression r2 = 0.9989, and high repeatability and reproducibility within and between sites, respectively (p > 0.05). Manufacturer validation established limit of blank 0.18%, limit of detection 0.23% and limit of quantification 0.23%, and results from independent sites verified those limits. Parallel analyses illustrated no significant difference (p = 0.951) between dd-cfDNA results with or without recipient genotype. The dd-cfDNA assay evaluated here has been verified as a reliable method for efficient, reproducible dd-cfDNA quantification in plasma from solid organ transplant recipients without requiring genotyping. Implementation of onsite dd-cfDNA testing at clinical laboratories could facilitate earlier detection of allograft injury, bearing great potential for patient care.


Assuntos
Ácidos Nucleicos Livres , Rejeição de Enxerto , Sequenciamento de Nucleotídeos em Larga Escala , Transplante de Órgãos , Doadores de Tecidos , Transplantados , Humanos , Ácidos Nucleicos Livres/sangue , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Reprodutibilidade dos Testes , Rejeição de Enxerto/diagnóstico , Rejeição de Enxerto/sangue , Rejeição de Enxerto/genética , Biomarcadores/sangue
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